Uncovering Obscured Phonon Dynamics from Powder Inelastic Neutron Scattering using Machine Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Su, Yaokun, Li, Chen |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Navigating the Evolution of Two-dimensional Carbon Nitride Research: Integrating Machine Learning into Conventional Approaches
by: Mondal, Deep, et al.
Published: (2025)
by: Mondal, Deep, et al.
Published: (2025)
Active and transfer learning with partially Bayesian neural networks for materials and chemicals
by: Allec, Sarah I., et al.
Published: (2025)
by: Allec, Sarah I., et al.
Published: (2025)
A short introduction to Neural Networks and their application to Earth and Materials Science Science
by: Fanelli, Duccio, et al.
Published: (2024)
by: Fanelli, Duccio, et al.
Published: (2024)
Machine Learning Symmetry Discovery for Integrable Hamiltonian Dynamics
by: Hou, Wanda, et al.
Published: (2024)
by: Hou, Wanda, et al.
Published: (2024)
Fuzzy Neural Network Performance and Interpretability of Quantum Wavefunction Probability Predictions
by: Zanineli, Pedro H. M., et al.
Published: (2025)
by: Zanineli, Pedro H. M., et al.
Published: (2025)
Multilayer directed random networks: Scaling of spectral properties
by: Tapia-Labra, G., et al.
Published: (2024)
by: Tapia-Labra, G., et al.
Published: (2024)
Spectral density of correlated random matrices and nonmonotonic stability in hetero-associative memory networks
by: Tomoto, Arata, et al.
Published: (2025)
by: Tomoto, Arata, et al.
Published: (2025)
A fast transferable method for predicting the glass transition temperature of polymers from chemical structure
by: Brierley-Croft, Sebastian, et al.
Published: (2024)
by: Brierley-Croft, Sebastian, et al.
Published: (2024)
Learning and Testing Inverse Statistical Problems For Interacting Systems Undergoing Phase Transition
by: Bae, Stefano, et al.
Published: (2025)
by: Bae, Stefano, et al.
Published: (2025)
Inhomogeneous random graphs with infinite-mean fitness variables
by: Avena, Luca, et al.
Published: (2022)
by: Avena, Luca, et al.
Published: (2022)
The unbearable lightness of Restricted Boltzmann Machines: Theoretical Insights and Biological Applications
by: di Sarra, Giovanni, et al.
Published: (2025)
by: di Sarra, Giovanni, et al.
Published: (2025)
Activation Functions, Statistics and Learning of Higher-Order Interactions in Restricted Boltzmann Machines
by: di Sarra, Giovanni, et al.
Published: (2026)
by: di Sarra, Giovanni, et al.
Published: (2026)
Orthogonal projections of hypercubes
by: Horiike, Yoshiaki, et al.
Published: (2025)
by: Horiike, Yoshiaki, et al.
Published: (2025)
Supervised and unsupervised learning of the many-body critical phase, phase transitions, and critical exponents in disordered quantum systems
by: Ahmed, Aamna, et al.
Published: (2025)
by: Ahmed, Aamna, et al.
Published: (2025)
Non-parametric learning critical behavior in Ising partition functions: PCA entropy and intrinsic dimension
by: Panda, Rajat K., et al.
Published: (2023)
by: Panda, Rajat K., et al.
Published: (2023)
Distribution of singular values in large sample cross-covariance matrices
by: Swain, Arabind, et al.
Published: (2025)
by: Swain, Arabind, et al.
Published: (2025)
Gaussian approximation of dynamic cavity equations for linearly-coupled stochastic dynamics
by: Tarabolo, Mattia, et al.
Published: (2024)
by: Tarabolo, Mattia, et al.
Published: (2024)
Principal component analysis of absorbing state phase transitions
by: Muzzi, Cristiano, et al.
Published: (2024)
by: Muzzi, Cristiano, et al.
Published: (2024)
Effective Method for Inverse Ising Problem under Missing Observations in Restricted Boltzmann Machines
by: Sekimoto, Kaiji, et al.
Published: (2025)
by: Sekimoto, Kaiji, et al.
Published: (2025)
Beyond traditional box-covering: Determining the fractal dimension of complex networks using a fixed number of boxes of flexible diameter
by: Lepek, Michal, et al.
Published: (2025)
by: Lepek, Michal, et al.
Published: (2025)
Lost in Retraining: Roaming the Parameter Space of Exponential Families Under Closed-Loop Learning
by: Jangjoo, Fariba, et al.
Published: (2025)
by: Jangjoo, Fariba, et al.
Published: (2025)
Machine learning identifies scale-free properties in disordered materials
by: Yu, Sunkyu, et al.
Published: (2020)
by: Yu, Sunkyu, et al.
Published: (2020)
Small-Coupling Dynamic Cavity: a Bayesian mean-field framework for epidemic inference
by: Braunstein, Alfredo, et al.
Published: (2023)
by: Braunstein, Alfredo, et al.
Published: (2023)
Network Renormalization
by: Gabrielli, Andrea, et al.
Published: (2024)
by: Gabrielli, Andrea, et al.
Published: (2024)
Better Together: Cross and Joint Covariances Enhance Signal Detectability in Undersampled Data
by: Swain, Arabind, et al.
Published: (2025)
by: Swain, Arabind, et al.
Published: (2025)
An integrative dynamical perspective for graph theory and the study of complex networks
by: Zamora-López, Gorka, et al.
Published: (2023)
by: Zamora-López, Gorka, et al.
Published: (2023)
Regressing bubble cluster dynamics as a disordered many-body system
by: Maeda, Kazuki, et al.
Published: (2021)
by: Maeda, Kazuki, et al.
Published: (2021)
Recurrence Plots for the Analysis of Complex Systems
by: Marwan, Norbert, et al.
Published: (2025)
by: Marwan, Norbert, et al.
Published: (2025)
Congestion and extreme events in urban street networks
by: Agarwal, Ajay, et al.
Published: (2025)
by: Agarwal, Ajay, et al.
Published: (2025)
Computed Tomography Reconstruction Algorithm Using Markov Random Field Model
by: Shimomiya, Taiga, et al.
Published: (2026)
by: Shimomiya, Taiga, et al.
Published: (2026)
NEAR: A Training-Free Pre-Estimator of Machine Learning Model Performance
by: Husistein, Raphael T., et al.
Published: (2024)
by: Husistein, Raphael T., et al.
Published: (2024)
Extreme-Value Criticality and Gain Decomposition at the Integer Quantum Hall Transition
by: Li, Wei-Han, et al.
Published: (2026)
by: Li, Wei-Han, et al.
Published: (2026)
Thermal transitions in a one-dimensional, finite-size Ising model
by: Stepanyan, Varazdat, et al.
Published: (2023)
by: Stepanyan, Varazdat, et al.
Published: (2023)
Anatomy of the eigenstates distribution: a quest for a genuine multifractality
by: Kutlin, Anton, et al.
Published: (2023)
by: Kutlin, Anton, et al.
Published: (2023)
Phase Transitions between Accuracy Regimes in L2 regularized Deep Neural Networks
by: Ersoy, Ibrahim Talha, et al.
Published: (2025)
by: Ersoy, Ibrahim Talha, et al.
Published: (2025)
Large Deviation Properties of Minimum Spanning Trees for Random Graphs
by: Sarikhani, Mahdi, et al.
Published: (2025)
by: Sarikhani, Mahdi, et al.
Published: (2025)
q-Gaussian Crossover in Overlap Spectra towards 3D Edwards-Anderson Criticality
by: Onder, Yaprak, et al.
Published: (2026)
by: Onder, Yaprak, et al.
Published: (2026)
Random Matrix Spectra from Boltzmann-Weighted Lattice Ensembles
by: Önder, Yaprak, et al.
Published: (2026)
by: Önder, Yaprak, et al.
Published: (2026)
Dynamical stability and chaos in artificial neural network trajectories along training
by: Danovski, Kaloyan, et al.
Published: (2024)
by: Danovski, Kaloyan, et al.
Published: (2024)
Landscape computations for the edge of chaos in nonlinear dynamical systems
by: Nakata, Motoki, et al.
Published: (2025)
by: Nakata, Motoki, et al.
Published: (2025)
Similar Items
-
Navigating the Evolution of Two-dimensional Carbon Nitride Research: Integrating Machine Learning into Conventional Approaches
by: Mondal, Deep, et al.
Published: (2025) -
Active and transfer learning with partially Bayesian neural networks for materials and chemicals
by: Allec, Sarah I., et al.
Published: (2025) -
A short introduction to Neural Networks and their application to Earth and Materials Science Science
by: Fanelli, Duccio, et al.
Published: (2024) -
Machine Learning Symmetry Discovery for Integrable Hamiltonian Dynamics
by: Hou, Wanda, et al.
Published: (2024) -
Fuzzy Neural Network Performance and Interpretability of Quantum Wavefunction Probability Predictions
by: Zanineli, Pedro H. M., et al.
Published: (2025)